Joseph Hopfmüller
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884d9f73c9
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add default to birefsteps
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2024-12-05 23:50:49 +01:00 |
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Joseph Hopfmüller
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36f89f379d
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refactor signal generation to support single-channel mode and adjust birefringence parameters
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2024-12-05 23:29:48 +01:00 |
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Joseph Hopfmüller
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950516197c
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add new training data
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2024-12-04 13:22:50 +01:00 |
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Joseph Hopfmüller
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d3626f9a44
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remove newly generated training data
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2024-12-04 10:00:50 +01:00 |
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Joseph Hopfmüller
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a8a1c49c00
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Merge branch 'machine_learning' of git.suuppl.dev:seppl/optical-regeneration into machine_learning
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2024-12-02 18:51:30 +01:00 |
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Joseph Hopfmüller
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297e9e8d7f
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update submodule configuration and enhance model settings; add eye diagram functionality
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2024-12-02 18:50:43 +01:00 |
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Joseph Hopfmüller
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aa2e7a4cb4
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move sliced dataset testing script
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2024-12-02 18:50:13 +01:00 |
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Joseph Hopfmüller
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1dcefecf59
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update signal generation patterns in generate_signal.py
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2024-12-02 18:49:38 +01:00 |
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Joseph Hopfmüller
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a5f2f49360
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enhance data loading and processing in FiberRegenerationDataset; add timestamps and support for multiple file paths
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2024-12-02 18:49:14 +01:00 |
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Joseph Hopfmüller
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e20aa9bfb1
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add eye_diagram analysis
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2024-12-02 18:48:43 +01:00 |
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Joseph Hopfmüller
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010889af13
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generate training data with finer length steps
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2024-12-02 18:45:10 +01:00 |
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Joseph Hopfmüller
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487288c923
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define new activation functions and parametrizations
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2024-11-29 15:51:25 +01:00 |
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Joseph Hopfmüller
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bdf6f5bfb8
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clean up regen_no_hyper.py
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2024-11-29 15:50:34 +01:00 |
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Joseph Hopfmüller
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fd7a0b9c31
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using latest knowledge for hyperparameter search
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2024-11-29 15:49:46 +01:00 |
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Joseph Hopfmüller
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ff32aefd52
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minor fixes and changes
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2024-11-29 15:49:10 +01:00 |
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Joseph Hopfmüller
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b156b9ceaf
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refactor hypertraining.py to improve model layer handling and response plotting; adjust data settings for batch processing
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2024-11-29 15:48:27 +01:00 |
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Joseph Hopfmüller
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cfa08aae4e
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add training.py for defining and running models without hyperparametertuning
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2024-11-29 15:48:18 +01:00 |
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Joseph Hopfmüller
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0422c81f3b
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update single_core_regen settings new runs
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2024-11-24 01:56:01 +01:00 |
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Joseph Hopfmüller
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7343ccb3a5
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refactor complex loss functions for improved readability; update settings and dataset classes for consistency
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2024-11-24 01:55:32 +01:00 |
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Joseph Hopfmüller
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9a16a5637d
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add optional parameter suggestion methods for Optuna trials
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2024-11-24 01:55:12 +01:00 |
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Joseph Hopfmüller
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80e9a3379e
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add autosampler support
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2024-11-20 23:10:14 +01:00 |
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Joseph Hopfmüller
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8d4d0468bd
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complexhalf (complex32) isn't supported by torch.linalg.qr
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2024-11-20 22:56:26 +01:00 |
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Joseph Hopfmüller
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674033ac2e
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move hypertraining class into separate file;
move settings dataclasses into separate file;
add SemiUnitaryLayer;
clean up model response plotting code;
cnt hyperparameter search
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2024-11-20 22:49:31 +01:00 |
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Joseph Hopfmüller
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cdca5de473
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training loop speedup
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2024-11-20 11:29:18 +01:00 |
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Joseph Hopfmüller
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1622c38582
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refactor: remove unused Optuna visualization utility
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2024-11-17 22:23:37 +01:00 |
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Joseph Hopfmüller
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2bba760378
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add: implement Optuna visualization utility with Dash
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2024-11-17 22:23:01 +01:00 |
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Joseph Hopfmüller
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9ec548757d
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add: regen.py (main hyperparameter training file)
feat: add utility functions for fiber dataset visualization and hyperparameter training;
housekeeping: rename dataset.py -> datasets.py
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2024-11-17 22:22:37 +01:00 |
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Joseph Hopfmüller
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05a3ee9394
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refactor: clean up .gitignore, remove unused scripts
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2024-11-17 22:18:44 +01:00 |
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Joseph Hopfmüller
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87f40fc37c
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add SlicedDataset class and utility scripts; refactor: remove _path_fix.py and update imports;
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2024-11-17 01:04:33 +01:00 |
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Joseph Hopfmüller
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744c5f5166
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rename dir;
add torch import test script
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2024-11-16 00:39:19 +01:00 |
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Joseph Hopfmüller
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5871c79501
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update README with cloning notes and adjust path in _path_fix.py for submodule import
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2024-11-15 21:21:50 +01:00 |
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Joseph Hopfmüller
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5e2d3dd6b7
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change pypho symlink to submodule and handle new location in _path_fix.py
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2024-11-15 20:56:34 +01:00 |
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Joseph Hopfmüller
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c42da6ca58
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add license EUPL-1.2
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2024-11-15 18:28:45 +01:00 |
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Joseph Hopfmüller
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0564969a50
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signal generation working
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2024-11-15 16:46:09 +01:00 |
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Joseph Hopfmüller
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7ac4e48c20
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pam4 signal modulation
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2024-11-15 01:33:39 +01:00 |
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Joseph Hopfmüller
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e35bdf6a1a
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start signal gen
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2024-11-13 23:46:17 +01:00 |
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